Profiling and Integrated Analysis of Differentially Expressed MicroRNAs as Novel Biomarkers of Hepatocellular Carcinoma

被引:5
|
作者
Xie, Yuwei [1 ]
Wang, Yixiu [2 ]
Xue, Weijie [3 ]
Zou, Hao [1 ]
Li, Kun [1 ]
Liu, Kui [1 ]
Zhao, Wei [1 ]
Zhu, Chengzhan [1 ]
Cao, Jingyu [1 ]
机构
[1] Qingdao Univ, Affiliated Hosp, Dept Hepatobiliary & Pancreat Surg, Qingdao, Peoples R China
[2] Fudan Univ, Shanghai Med Coll, Shanghai Canc Ctr, Dept Hepat Surg, Shanghai, Peoples R China
[3] Qingdao Univ, Affiliated Hosp, Dept Gastrointestinal Surg, Qingdao, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2022年 / 11卷
关键词
hepatocellular carcinoma; bioinformatics; whole-transcriptome sequencing; microRNAs; biomarkers; CANCER; METASTASIS; NETWORK; GENES; CERNA;
D O I
10.3389/fonc.2021.770918
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Hepatocellular carcinoma (HCC) is a heterogeneous disease that has multiple etiologies. It is the most common primary liver cancer, the sixth highest cause of cancer incidences, and the fourth highest cause of cancer-related deaths. The discovery of new biomarkers for the early detection, treatment, and prognosis of HCC would therefore be extremely useful. This study investigated differentially expressed ribonucleic acid (RNA) profiles by constructing a genome-wide profile of clinical samples. Differential expression analysis identified 1,280 differentially expressed messenger RNAs (dif-mRNAs), 99 differentially expressed microRNAs (dif-miRNAs), 181 differentially expressed long non-coding RNAs (dif-lncRNAs), and 31 differentially expressed circular RNAs (dif-circRNAs). Gene ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) path analysis were then conducted on these differentially expressed RNAs, revealing that they were clearly related to cell division, foreign body metabolism, and ribosome assembly. A competing endogenous RNA (ceRNA) network was then constructed based on the regulatory dif-miRNA-dif-mRNA and dif-miRNA-dif-lncRNA relationships. These results were also verified using HCC data from the Cancer Genome Atlas (TCGA); seven dif-miRNAs were verified in clinical samples by real-time quantitative polymerase chain reaction (RT-qPCR). Kaplan-Meier survival analysis revealed that the expression levels of Hsa-miR-1269a, Hsa-miR-421, and Hsa-miR-190b were correlated with overall survival. (P <0.05). Survival analysis of clinical samples showed that hsa-mir-1269a, hsa-mir-421 were associated with prognosis (p<0.05).This study revealed the general expression characteristics of specific differentially expressed miRNAs using a ceRNA network constructed from HCC samples. Hsa-mir-1269a, hsa-mir-421 may be promising candidates.
引用
收藏
页数:10
相关论文
共 50 条
  • [21] The Identification and Analysis of MicroRNAs Combined Biomarkers for Hepatocellular Carcinoma Diagnosis
    Shi, Yi
    Men, Jingrui
    Sun, Hongliang
    Tan, Jianjun
    MEDICINAL CHEMISTRY, 2022, 18 (10) : 1073 - 1085
  • [22] MicroRNAs as Biomarkers for Hepatocellular Carcinoma: A Diagnostic Meta-Analysis
    Hu, Qiong-Ying
    Jiang, Hong
    Su, Jun
    Jia, Yong-Qian
    CLINICAL LABORATORY, 2013, 59 (9-10) : 1113 - 1120
  • [23] Differentially expressed gene profiles of intrahepatic cholangiocarcinoma, hepatocellular carcinoma, and combined hepatocellular-cholangiocarcinoma by integrated microarray analysis
    Xue, Tong-Chun
    Zhang, Bo-Heng
    Ye, Sheng-Long
    Ren, Zheng-Gang
    TUMOR BIOLOGY, 2015, 36 (08) : 5891 - 5899
  • [24] Identification of novel microRNAs: Biomarkers for pathogenesis of hepatocellular carcinoma in mice model
    Priya, Shivani
    Kma, Lakhon
    BIOCHEMISTRY AND BIOPHYSICS REPORTS, 2025, 41
  • [25] Profiling of differentially expressed microRNAs in arrhythmogenic right ventricular cardiomyopathy
    Hongliang Zhang
    Shenghua Liu
    Tianwei Dong
    Jun Yang
    Yuanyuan Xie
    Yike Wu
    Kang Kang
    Shengshou Hu
    Deming Gou
    Yingjie Wei
    Scientific Reports, 6
  • [26] Profiling of differentially expressed microRNAs in arrhythmogenic right ventricular cardiomyopathy
    Zhang, Hongliang
    Liu, Shenghua
    Dong, Tianwei
    Yang, Jun
    Xie, Yuanyuan
    Wu, Yike
    Kang, Kang
    Hu, Shengshou
    Gou, Deming
    Wei, Yingjie
    SCIENTIFIC REPORTS, 2016, 6
  • [27] Retraction Note to: Profiling of differentially expressed microRNAs (miRNAs) during differentiation of rat hepatic oval cells (HOCs) into hepatocellular carcinoma (HCC) cells
    R. H. Xu
    L. Y. Zheng
    D. L. He
    J. Meng
    L. P. Xia
    X. B. Hao
    Z. Z. Zhang
    Clinical and Translational Oncology, 2015, 17 : 935 - 935
  • [28] RETRACTED ARTICLE: Profiling of differentially expressed microRNAs (miRNAs) during differentiation of rat hepatic oval cells (HOCs) into hepatocellular carcinoma (HCC) cells
    R. H. Xu
    L. Y. Zheng
    D. L. He
    J. Meng
    L. P. Xia
    X. B. Hao
    Z. Z. Zhang
    Clinical and Translational Oncology, 2015, 17 : 230 - 237
  • [29] Analysis of differentially expressed genes in hepatocellular carcinoma using cDNA Arrays
    Goldenberg, D
    Ayesh, S
    Schneider, T
    Pappo, O
    Jurim, O
    Eid, A
    Fellig, Y
    Dadon, T
    Ariel, I
    de Groot, N
    Hochberg, A
    Galun, E
    MOLECULAR CARCINOGENESIS, 2002, 33 (02) : 113 - 124
  • [30] Bioinformatics Analysis of Differentially Expressed Rhythm Genes in Liver Hepatocellular Carcinoma
    Liu, Huaifeng
    Gao, Yu
    Hu, Shangshang
    Fan, Zhengran
    Wang, Xianggang
    Li, Shujing
    FRONTIERS IN GENETICS, 2021, 12